Statistical and Computational Trade-offs in Variational Inference: A
Case Study in Inferential Model Selection

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Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection

22 July 2022

Nikki Lijing Kuang

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Papers citing "Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection"

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Title
Batch, match, and patch: low-rank approximations for score-based variational inference Chirag Modi Diana Cai Lawrence K. Saul BDL 94 3 0 29 Oct 2024
Provably Scalable Black-Box Variational Inference with Structured Variational Families Joohwan Ko Kyurae Kim W. Kim Jacob R. Gardner BDL 72 4 0 19 Jan 2024
Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? Kyurae Kim Yian Ma Jacob R. Gardner 103 7 0 27 Jul 2023
Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference Kyurae Kim Kaiwen Wu Jisu Oh Jacob R. Gardner BDL 109 8 0 18 Mar 2023
A Targeted Accuracy Diagnostic for Variational Approximations Yu Wang Mikolaj Kasprzak Jonathan H. Huggins DRL 65 2 0 24 Feb 2023